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4,299,418 works, Canadian by any of four routes.

Every filter state is a URL; the URL is the query; the query is citable via /q/⟨hash⟩. The page, the API and the export parse the same parameters.

The current cohort, streamed from the database: every work column, the machine labels, the provisional scores, and the per-row validation status. Exports are capped at 100,000 rows. Mints a permanent /q/ link for this exact query. The same filters always produce the same link, whoever asks.

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Fish Ecology and Management Studies
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Direct Codex and Gemma labels are unvalidated and sparse. Distilled predictions cover the full frame and are also unvalidated. Choose the evidence source explicitly; absence of a direct label is never a negative label.

affaffiliation
fundfunder
venuejournal
aboutaboutness

The four routes compose: require the funder route and exclude affiliation to get the funder-only stratum no affiliation-based frame ever sees.

10,792 results · 1 filter active ·
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20002025
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Machine labels · sparse coverage
Evidence
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
10,792 works in the cohort · of 4,299,418page 3 of 216

Labels cover 22 of 10,792 works in this cohort. The rest are unlabeled, which is not a negative label: the label table is sparse today and grows as labeling rounds land.

Distilled predictions cover 10,792 of 10,792 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

venueno affunlabeled
Non-physical barriers to deter fish movements
Matthew R. Noatch, Cory D. Suski
2012· article· en· Environmental Reviews· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
254
citations
fundno affunlabeled
How dams can go with the flow
N. LeRoy Poff, John C. Schmidt
2016· article· en· Science· Environmental Science
distilled prediction:candidate · noneconsensus · none
242
citations
aboutno affunlabeled
Endocrine disruption in wild freshwater fish
Susan Jobling, Charles R. Tyler
2003· article· en· Pure and Applied Chemistry· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
242
citations
affunlabeled
Freshwater salinisation: a research agenda for a saltier world
David Cunillera‐Montcusí, Meryem Beklioğlu, Miguel Cañedo‐Argüelles, Erik Jeppesen, Robert Ptáčník, Cihelio Alves Amorim +14 more
2022· review· en· Trends in Ecology & Evolution· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
239
citations
affunlabeled
A new approach for estimating stock status from length frequency data
Rainer Froese, Henning Winker, Gianpaolo Coro, Nazlı Demirel, Athanassios C. Tsikliras, Donna Dimarchopoulou +4 more
2018· article· en· ICES Journal of Marine Science· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
239
citations
affunlabeled
Life in the ice lane: the winter ecology of stream salmonids
Ari Huusko, Larry Greenberg, Morten Stickler, Tommi Linnansaari, M. Nykänen, Teppo Vehanen +3 more
2007· article· en· River Research and Applications· Environmental Science
distilled prediction:candidate · noneconsensus · none
238
citations
affunlabeled
Unintended consequences and trade‐offs of fish passage
Robert L. McLaughlin, Eric R. B. Smyth, Theodore Castro‐Santos, Michael L. Jones, Marten A. Koops, Thomas C. Pratt +1 more
2012· article· en· Fish and Fisheries· Environmental Science
distilled prediction:candidate · noneconsensus · none
236
citations
afffundvenueno abstractunlabeled
Habitat and Site Affinity of the Round Goby
William J. Ray, Lynda D. Corkum
2001· article· en· Journal of Great Lakes Research· Environmental Science
distilled prediction:candidate · noneconsensus · none
233
citations
affvenueunlabeled
Fish community change in Lake Superior, 1970–2000
Charles R. Bronte, Mark P. Ebener, Donald R. Schreiner, David S. DeVault, Michael M Petzold, D. A. Jensen +2 more
2003· article· en· Canadian Journal of Fisheries and Aquatic Sciences· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
220
citations
affno abstractunlabeled
Persistence, spread and the drift paradox
Elizaveta Pachepsky, Frithjof Lutscher, Roger M. Nisbet, Mark A. Lewis
2004· article· en· Theoretical Population Biology· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
213
citations
affunlabeled
A global agenda for advancing freshwater biodiversity research
Alain Maasri, Sonja C. Jähnig, Mihai Adamescu, Rita Adrian, Claudio Baigún, Donald J. Baird +90 more
2021· article· en· Ecology Letters· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
210
citations
affunlabeled
Fish Bioenergetics 4.0: An R-Based Modeling Application
David Deslauriers, Steven R. Chipps, James E. Breck, James A. Rice, Charles P. Madenjian
2017· article· en· Fisheries· Environmental Science
distilled prediction:candidate · noneconsensus · none
208
citations

How this was built: Screen · Findings · About